Business Context
A leading home improvement retailer based in Asia needed forecasting and reconciliation models that will accurately predict daily and intra-week sales for better planning. They also wanted to understand the drivers of sales and the contributions of various factors.
Our Solution
Implementation
- The model was implemented at store DC level
- Improved inventory planning
- Reduced stock outs
- Better long-term forecast and planning capability
Impact
- 4% Reduction in loss of sales due to stock out
- Reduced inventory holding cost by 7%